Kheiron

Kheiron: Train and evaluate libary for Pytorch model.

Author: Trong-Dat Ngo.

Examples

Text classification

options = TrainingOptions(task='text-classification',
                          train_batch_size=8,
                          eval_batch_size=8,
                          metric_for_best_model='macro_f1',
                          greater_is_better=True,
                          track_metrics=True)

trainer = Trainer(model=model,
                  opts=options,
                  train_set=tokenized_sets['train'],
                  eval_set=tokenized_sets['test'],
                  collate_fn=data_collator)

trainer.train()

Token classification

Sammarization

Translation

Release files for Kheiron 1.0.4

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for Kheiron 1.0.4
File	Size	Uploaded
Kheiron-1.0.4.tar.gz	10.9 kB	Sep 13, 2022	Details

Built distribution (wheel)

Table of built distributions (wheels) for Kheiron 1.0.4
File	Interpreter	ABI	Platform	Reset
Kheiron-1.0.4-py3-none-any.whl 13.3 kB Sep 13, 2022	Python 3	none	any	Details

Total release size: 24.2 kB

Release files / Kheiron-1.0.4.tar.gz

Download URL	Kheiron-1.0.4.tar.gz
Size	10.9 kB
Tags	Source
SHA-256 checksum How to use checksums	`512642170f1db8f2f9673b1d5409f91ca07ab0b0e286566b6b9dbf713410941c`
BLAKE2b-256 checksum How to use checksums	`179ad8f3d660a243f29a5a444d89a695db28f6aec66055006b8fbe21b3e48913`
Upload date	Sep 13, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/3.1.1 pkginfo/1.4.2 requests/2.26.0 setuptools/45.2.0 requests-toolbelt/0.8.0 tqdm/4.62.3 CPython/3.8.10`

Release files / Kheiron-1.0.4-py3-none-any.whl

Download URL	Kheiron-1.0.4-py3-none-any.whl
Size	13.3 kB
Tags	Python 3
SHA-256 checksum How to use checksums	`157d19eaad06639bf160da541b50a82e2b69c88256367696f153fc3702fd2b90`
BLAKE2b-256 checksum How to use checksums	`9504161174f2723bb2d4f63907e27714f5a3cf414d9bcf5db25647ead16678a1`
Upload date	Sep 13, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/3.1.1 pkginfo/1.4.2 requests/2.26.0 setuptools/45.2.0 requests-toolbelt/0.8.0 tqdm/4.62.3 CPython/3.8.10`